Publications

Found 626 results
Type [ Year(Desc)]
2020
N Inkawhich, E Davis, U Majumder, C Capraro, and Y Chen. "Advanced techniques for robust SAR ATR: Mitigating noise and phase errors." In 2020 Ieee International Radar Conference, Radar 2020, 844-849. 2020.
C Song, HP Cheng, H Yang, S Li, C Wu, Q Wu, and H Li. "Adversarial Attack: A New Threat to Smart Devices and How to Defend It." Ieee Consumer Electronics Magazine 9, no. 4 (2020): 49-55.
W Wen, F Yan, Y Chen, and H Li. "AutoGrow: Automatic Layer Growing in Deep Convolutional Networks." In Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, 833-841. 2020.
T Zhang, HP Cheng, Z Li, F Yan, C Huang, H Li, and Y Chen. "AutoShrink: A topology-aware NAS for discovering efficient neural architecture." In Aaai 2020 34th Aaai Conference on Artificial Intelligence, 6829-6836. 2020.
E Kurshan, H Li, M Seok, and Y Xie. "A Case for 3D Integrated System Design for Neuromorphic Computing and AI Applications." International Journal of Semantic Computing 14, no. 4 (2020): 457-475.
X Chai, J Bi, Z Gan, X Liu, Y Zhang, and Y Chen. "Color image compression and encryption scheme based on compressive sensing and double random encryption strategy." Signal Processing 176 (2020).
C Wu, and H Li. "Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-Quality Data for Training." In Proceedings of the International Joint Conference on Neural Networks. 2020.
X Xie, S Wen, Z Yan, T Huang, and Y Chen. "Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit application." Neural Computing and Applications 32, no. 17 (2020): 13441-13452.
Y Chen, D Fan, Y Wang, and S Yamashita. "Editorial for the special issue on disruptive computing technologies." Ccf Transactions on High Performance Computing 2, no. 3 (2020): 209-210.
Z Gan, X Chai, J Zhang, Y Zhang, and Y Chen. "An effective image compression–encryption scheme based on compressive sensing (CS) and game of life (GOL)." Neural Computing and Applications 32, no. 17 (2020): 14113-14141.
X Chai, X Fu, Z Gan, Y Zhang, Y Lu, and Y Chen. "An efficient chaos-based image compression and encryption scheme using block compressive sensing and elementary cellular automata." Neural Computing and Applications 32, no. 9 (2020): 4961-4988.
X Chai, H Wu, Z Gan, Y Zhang, Y Chen, and KW Nixon. "An efficient visually meaningful image compression and encryption scheme based on compressive sensing and dynamic LSB embedding." Optics and Lasers in Engineering 124 (2020).
C Yang, H Li, Y Chen, and J Hu. "Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 145-150. Vol. 2020-January. 2020.
S Wang, Y CAO, T Huang, Y Chen, and S Wen. "Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacks." Information Sciences 518 (2020): 361-375.
X Chai, X Zheng, Z Gan, and Y Chen. "Exploiting plaintext-related mechanism for secure color image encryption." Neural Computing and Applications 32, no. 12 (2020): 8065-8088.
Z Xie, H Li, X Xu, J Hu, and Y Chen. "Fast IR Drop Estimation with Machine Learning : Invited Paper." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2020-November. 2020.
Y Lan, KW Nixon, Q Guo, G Zhang, Y Xu, H Li, and Y Chen. "FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 12 (2020): 4791-4804.
Z Xie, GQ Fang, YH Huang, H Ren, Y Zhang, B Khailany, SY Fang, J Hu, Y Chen, and EC Barboza. "FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 19-25. Vol. 2020-January. 2020.
J Zhu, G Sun, X Zhang, C Zhang, W Zhang, Y Liang, T Wang, Y Chen, and J Di. "Fork Path: Batching ORAM Requests to Remove Redundant Memory Accesses." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 10 (2020): 2279-2292.
N Challapalle, S Rampalli, L Song, N Chandramoorthy, K Swaminathan, J Sampson, Y Chen, and V Narayanan. "GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures." In Proceedings International Symposium on Computer Architecture, 433-445. Vol. 2020-May. 2020.
BK Joardar, Kannappan N Jayakodi,, H Li, PP Pande, and K Chakrabarty. "GRAMARCH: A GPU-ReRAM based Heterogeneous Architecture for Neural Image Segmentation." In Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, Date 2020, 228-233. 2020.
X Chai, H Wu, Z Gan, Y Zhang, and Y Chen. "Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy." Signal Processing 171 (2020).
B Taylor, Z Li, B Yan, H Li, and Y Chen. "Highly efficient neuromorphic computing systems with emerging nonvolatile memories." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 11324. 2020.
B Li, Y Wang, and Y Chen. "HitM: High-Throughput ReRAM-based PIM for Multi-Modal Neural Networks." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2020-November. 2020.
Q Guo, J Ye, Y Chen, Y Hu, Y Lan, G Zhang, and X Li. "INOR—An Intelligent noise reduction method to defend against adversarial audio examples." Neurocomputing 401 (2020): 160-172.

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